The following table provides summary statistics for permanent job vacancies with a requirement for Data Management skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Management over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Data Management
UK
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 211 214 216
Rank change year-on-year +3 +2  
Permanent jobs citing Data Management 1453 1589 1700
As % of all permanent IT jobs advertised in the UK 1.63% 1.61% 1.55%
As % of the Processes & Methodologies category 1.82% 1.82% 1.76%
Number of salaries quoted 1065 1215 1321
Median salary £51,500 £53,500 £52,500
Median salary % change year-on-year -3.73% +1.90%  
90% offered a salary of more than £31,250 £27,750 £31,250
10% offered a salary of more than £84,000 £82,500 £86,250
UK excluding London median salary £48,750 £45,000 £42,500
% change year-on-year +8.33% +5.88%  

Data Management is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 79794 87486 96432
As % of all permanent IT job vacancies advertised in the UK 89.73% 88.91% 88.08%
Number of salaries quoted 263997 301274 311895
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £31,250 £31,000 £29,789
10% offered a salary of more than £81,250 £77,500 £80,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Management
Job Vacancy Trend

Job postings citing Data Management as a percentage of all IT jobs advertised.

Job vacancy trend for Data Management in the UK

Data Management
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Management.

Salary trend for Data Management in the UK

Data Management
Salary Histogram

The salary distribution of IT jobs citing Data Management over the 3 months to 28 June 2017.

Salary histogram for Data Management in the UK

Data Management
Top 11 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Management within the UK over the 3 months to 28 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -3 1344 £51,500 -6.36% 160
UK excluding London -1 790 £48,750 +8.33% 106
London -2 632 £60,000 - 61
North of England +65 253 £45,000 +5.88% 45
South East -16 207 £50,000 -2.91% 18
Midlands -62 106 £41,250 +2.48% 17
Scotland +30 76 £55,000 +22.22% 7
East of England -7 76 £50,000 -9.09% 12
South West -10 72 £44,000 +7.31% 7
Wales +7 7 £30,547 -23.63%
Northern Ireland - 2 £39,000 -

For the 6 months to 28 June 2017, IT jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Data Management.

1 853 (32.15%) SQL
2 849 (32.00%) Finance
3 719 (27.10%) Business Intelligence
4 599 (22.58%) Analytics
5 580 (21.86%) Agile Software Development
6 568 (21.41%) SQL Server
7 530 (19.98%) Analytical Skills
8 518 (19.53%) Data Warehouse
9 504 (19.00%) Microsoft
10 472 (17.79%) Data Quality
11 443 (16.70%) Degree
12 415 (15.64%) ETL
13 406 (15.30%) Master Data Management
14 401 (15.11%) Java
15 397 (14.96%) Data Modelling
16 357 (13.46%) Oracle
17 349 (13.15%) Management Information System
18 329 (12.40%) SAP
19 311 (11.72%) SQL Server Integration Services
20 300 (11.31%) Project Management
21 293 (11.04%) Stakeholder Management
22 290 (10.93%) Big Data
23 278 (10.48%) Retail
24 276 (10.40%) Data Analysis
25 269 (10.14%) Banking
26 249 (9.39%) Visualisation
27 239 (9.01%) Microsoft Excel
28 238 (8.97%) SQL Server Reporting Services
29 237 (8.93%) Data Governance
30 235 (8.86%) CRM

Data Management
Co-occurring IT Skills by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 147 (5.54%) SAS
2 94 (3.54%) Apache Spark
3 80 (3.02%) SharePoint
4 46 (1.73%) Apache
5 40 (1.51%) Documentum
5 40 (1.51%) Oracle SOA Suite
6 39 (1.47%) Tomcat
7 36 (1.36%) ArcGIS
8 31 (1.17%) CMS
9 28 (1.06%) JBoss
10 27 (1.02%) Apache Pig
11 23 (0.87%) IIS
12 20 (0.75%) WebLogic
13 15 (0.57%) Confluence
13 15 (0.57%) Elasticsearch
13 15 (0.57%) GeoServer
13 15 (0.57%) Skype for Business
14 14 (0.53%) Apache Solr
15 12 (0.45%) Sitecore CMS
16 11 (0.41%) WebSphere
Applications
1 239 (9.01%) Microsoft Excel
2 102 (3.84%) Microsoft Office
3 76 (2.86%) Microsoft PowerPoint
4 47 (1.77%) SPSS
5 28 (1.06%) MS Visio
6 20 (0.75%) Microsoft Project
7 12 (0.45%) Spreadsheet
8 5 (0.19%) Windchill
9 4 (0.15%) Camtasia
9 4 (0.15%) FrameMaker
9 4 (0.15%) RoboHelp
9 4 (0.15%) SOLIDWORKS
10 3 (0.11%) AutoCAD
11 2 (0.075%) HipChat
11 2 (0.075%) Pro/ENGINEER
11 2 (0.075%) PTC Creo
11 2 (0.075%) Solid Edge
11 2 (0.075%) SPSS Modeler
12 1 (0.038%) Adobe Illustrator
12 1 (0.038%) Siemens NX
Business Applications
1 60 (2.26%) Markit EDM
2 52 (1.96%) SAP MM
3 46 (1.73%) Dynamics CRM
4 44 (1.66%) SAP SD
5 43 (1.62%) SAP CO
5 43 (1.62%) SAP FI
5 43 (1.62%) SAP FI/CO
6 42 (1.58%) SAP Oil and Gas
7 39 (1.47%) Dynamics AX
8 38 (1.43%) SAP PM
9 34 (1.28%) Maximo
10 33 (1.24%) Primavera
10 33 (1.24%) SAP HR
10 33 (1.24%) SAP QM
11 28 (1.06%) thinkFolio
12 27 (1.02%) SAP BPC
13 22 (0.83%) SAP ERP
14 19 (0.72%) FastStats
15 18 (0.68%) SAP MDG
16 17 (0.64%) Salesforce.com CRM
Cloud Services
1 169 (6.37%) Microsoft Azure
2 154 (5.80%) Amazon AWS
3 65 (2.45%) SaaS
4 30 (1.13%) GitHub
5 22 (0.83%) IaaS
5 22 (0.83%) Office 365
6 20 (0.75%) Cloud Computing
7 19 (0.72%) Google Cloud Platform
8 17 (0.64%) PaaS
9 15 (0.57%) Adobe Analytics
9 15 (0.57%) Google Analytics
10 8 (0.30%) Dynamics 365
10 8 (0.30%) Yammer
11 6 (0.23%) MailChimp
12 5 (0.19%) Salesforce Sales Cloud
12 5 (0.19%) SuccessFactors
13 4 (0.15%) Force.com
14 3 (0.11%) G Suite
14 3 (0.11%) iPaaS
14 3 (0.11%) Salesforce Service Cloud
Communications & Networking
1 46 (1.73%) DNS
2 33 (1.24%) Internet
3 28 (1.06%) Intranet
4 27 (1.02%) SAN
5 21 (0.79%) HTTP
6 20 (0.75%) Skype
7 18 (0.68%) DHCP
8 15 (0.57%) Firewall
8 15 (0.57%) Kerberos
8 15 (0.57%) TCP/IP
9 14 (0.53%) VPN
10 12 (0.45%) LDAP
11 9 (0.34%) BGP
11 9 (0.34%) VoIP
11 9 (0.34%) WAN
11 9 (0.34%) Wireless
12 7 (0.26%) FTP
12 7 (0.26%) MPLS
13 5 (0.19%) SMTP
13 5 (0.19%) SSL
Database & Business Intelligence
1 568 (21.41%) SQL Server
2 518 (19.53%) Data Warehouse
3 311 (11.72%) SQL Server Integration Services
4 290 (10.93%) Big Data
5 238 (8.97%) SQL Server Reporting Services
6 208 (7.84%) Relational Database
7 161 (6.07%) Hadoop
8 156 (5.88%) SQL Server Analysis Services
9 127 (4.79%) BusinessObjects
10 122 (4.60%) Power BI
11 115 (4.33%) NoSQL
12 102 (3.84%) QlikView
13 97 (3.66%) Data Mining
14 80 (3.02%) GIS
15 74 (2.79%) SQL Server 2008
16 69 (2.60%) MySQL
17 68 (2.56%) RDBMS
18 66 (2.49%) SQL Server 2012
19 56 (2.11%) SQL Server 2016
20 52 (1.96%) Apache Hive
Development Applications
1 84 (3.17%) Git (software)
2 80 (3.02%) Jenkins
3 75 (2.83%) Selenium
4 69 (2.60%) JIRA
5 50 (1.88%) Talend Open Studio
6 36 (1.36%) ERwin
7 29 (1.09%) Visual Studio
8 27 (1.02%) JMeter
9 24 (0.90%) Cucumber
10 23 (0.87%) Atlassian Bamboo
10 23 (0.87%) WebDriver
11 16 (0.60%) Travis CI
12 15 (0.57%) Maven
12 15 (0.57%) Team Foundation Server
13 11 (0.41%) SQL Server Management Studio (SSMS)
14 9 (0.34%) SoapUI
14 9 (0.34%) Subversion
15 8 (0.30%) JUnit
15 8 (0.30%) TeamCity
16 7 (0.26%) Toad
General
1 849 (32.00%) Finance
2 278 (10.48%) Retail
3 269 (10.14%) Banking
4 206 (7.76%) Marketing
5 155 (5.84%) Legal
6 140 (5.28%) Investment Banking
7 92 (3.47%) Telecoms
8 88 (3.32%) Manufacturing
9 72 (2.71%) Front Office
10 56 (2.11%) Retail Banking
11 50 (1.88%) Pharmaceutical
12 48 (1.81%) Electronics
13 44 (1.66%) Back Office
14 36 (1.36%) Publishing
15 35 (1.32%) Advertising
16 34 (1.28%) Billing
17 24 (0.90%) Financial Institution
18 21 (0.79%) Law
19 18 (0.68%) Games
20 17 (0.64%) Automotive
Job Titles
1 534 (20.13%) Analyst
2 475 (17.90%) Developer
3 382 (14.40%) Architect
4 208 (7.84%) Data Architect
5 198 (7.46%) Consultant
6 195 (7.35%) Data Analyst
7 150 (5.65%) Data Manager
8 110 (4.15%) Business Analyst
8 110 (4.15%) SQL Developer
9 106 (4.00%) Junior
10 105 (3.96%) Java Developer
11 95 (3.58%) Solutions Architect
12 85 (3.20%) Administrator
13 77 (2.90%) Project Manager
14 74 (2.79%) Senior Analyst
15 67 (2.53%) Business Intelligence Developer
16 63 (2.37%) SQL Analyst
17 60 (2.26%) SAP Consultant
18 58 (2.19%) Data Consultant
19 53 (2.00%) Technical Analyst
Libraries, Frameworks & Software Standards
1 229 (8.63%) Web Services
2 167 (6.29%) .NET
3 159 (5.99%) XML
4 113 (4.26%) SOAP
5 100 (3.77%) REST
6 91 (3.43%) Spring
7 84 (3.17%) HTML
7 84 (3.17%) RESTful
8 66 (2.49%) Middleware
9 64 (2.41%) JSON
10 53 (2.00%) J2EE
11 45 (1.70%) ASP.NET
12 44 (1.66%) AngularJS
13 43 (1.62%) IDoc
14 41 (1.55%) React
15 40 (1.51%) CSS
15 40 (1.51%) HTML5
16 39 (1.47%) MDX
17 37 (1.39%) .NET Framework
17 37 (1.39%) Node.js
Miscellaneous
1 530 (19.98%) Analytical Skills
2 349 (13.15%) Management Information System
3 222 (8.37%) Computer Science
4 126 (4.75%) Fintech
5 82 (3.09%) Data Structures
6 75 (2.83%) Reference Data
7 68 (2.56%) Algorithms
8 51 (1.92%) Life Science
9 46 (1.73%) Enterprise Software
10 45 (1.70%) Equities
11 42 (1.58%) Mobile App
12 39 (1.47%) User Experience
13 35 (1.32%) Data Centre
14 33 (1.24%) Hedge funds
15 32 (1.21%) Data Protection Act
16 31 (1.17%) Greenfield Project
17 26 (0.98%) NHS
18 25 (0.94%) Derivative
19 24 (0.90%) iPad
19 24 (0.90%) Virtual Team
Operating Systems
1 151 (5.69%) Windows
2 139 (5.24%) Linux
3 118 (4.45%) Unix
4 65 (2.45%) Windows Server
5 41 (1.55%) Windows Server 2012
6 20 (0.75%) Windows Server 2003
6 20 (0.75%) Windows Server 2008
7 13 (0.49%) Solaris
8 11 (0.41%) Android
9 9 (0.34%) Apple iOS
10 8 (0.30%) Windows 10
11 4 (0.15%) CentOS
11 4 (0.15%) Ubuntu
12 3 (0.11%) Windows 7
13 2 (0.075%) Debian
13 2 (0.075%) Windows Vista
13 2 (0.075%) Windows XP
14 1 (0.038%) AIX
14 1 (0.038%) HPUX
14 1 (0.038%) Mac OS
Processes & Methodologies
1 719 (27.10%) Business Intelligence
2 599 (22.58%) Analytics
3 580 (21.86%) Agile Software Development
4 415 (15.64%) ETL
5 406 (15.30%) Master Data Management
6 397 (14.96%) Data Modelling
7 300 (11.31%) Project Management
8 293 (11.04%) Stakeholder Management
9 276 (10.40%) Data Analysis
10 249 (9.39%) Visualisation
11 237 (8.93%) Data Governance
12 235 (8.86%) CRM
13 226 (8.52%) Data Architecture
14 206 (7.76%) Mentoring
15 196 (7.39%) Migration
16 189 (7.12%) Data Analytics
17 184 (6.94%) Data Integration
18 164 (6.18%) Data Strategy
19 158 (5.96%) Software Engineering
20 145 (5.47%) Risk Management
Programming Languages
1 853 (32.15%) SQL
2 401 (15.11%) Java
3 220 (8.29%) T-SQL
4 215 (8.10%) Python
5 183 (6.90%) JavaScript
6 167 (6.29%) C#
7 97 (3.66%) R
8 74 (2.79%) C++
9 64 (2.41%) C
10 54 (2.04%) VBA
11 46 (1.73%) PL/SQL
12 31 (1.17%) ABAP
12 31 (1.17%) PowerShell
12 31 (1.17%) Scala
13 24 (0.90%) PHP
13 24 (0.90%) VB
14 23 (0.87%) Data Analysis Expressions (DAX)
14 23 (0.87%) Perl
15 18 (0.68%) MATLAB
15 18 (0.68%) VB.NET
Qualifications
1 443 (16.70%) Degree
2 90 (3.39%) Security Cleared
3 84 (3.17%) Computer Science Degree
4 46 (1.73%) CISSP
5 42 (1.58%) SC Cleared
6 40 (1.51%) PhD
7 38 (1.43%) Microsoft Certification
8 32 (1.21%) CISM
9 31 (1.17%) PMI Certification
10 27 (1.02%) PMP
10 27 (1.02%) Postgraduate
11 21 (0.79%) ISEB
12 19 (0.72%) MCSE
13 16 (0.60%) Master's Degree
14 15 (0.57%) MCSA
15 13 (0.49%) Numerate Degree
16 11 (0.41%) CIMA
16 11 (0.41%) CISA
17 10 (0.38%) CCSA
18 9 (0.34%) CISMP
Quality Assurance & Compliance
1 472 (17.79%) Data Quality
2 134 (5.05%) QA
3 67 (2.53%) ISO/IEC 27001
4 63 (2.37%) GDPR
5 62 (2.34%) SLA
6 35 (1.32%) PCI DSS
7 27 (1.02%) Disclosure Scotland
8 20 (0.75%) COBIT
9 19 (0.72%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
10 13 (0.49%) Actionable Recommendations
11 9 (0.34%) IFRS
12 8 (0.30%) GCP
12 8 (0.30%) HL7
13 7 (0.26%) IFRS 9
13 7 (0.26%) Solvency II
14 6 (0.23%) IAS 39
14 6 (0.23%) MiFID
14 6 (0.23%) PMO
15 5 (0.19%) GxP
16 4 (0.15%) Sarbanes-Oxley
System Software
1 65 (2.45%) Active Directory
2 39 (1.47%) VMware Infrastructure
3 25 (0.94%) Apache Flume
4 24 (0.90%) Docker
5 20 (0.75%) HDFS
6 17 (0.64%) VMware ESXi
7 12 (0.45%) Hyper-V
8 8 (0.30%) Slurm Workload Manager
9 3 (0.11%) XenDesktop
10 2 (0.075%) Firmware
10 2 (0.075%) ISA Server
10 2 (0.075%) KVM
10 2 (0.075%) Oracle RAC
10 2 (0.075%) Virtual Machines
10 2 (0.075%) vSphere
10 2 (0.075%) XenServer
11 1 (0.038%) GPFS
11 1 (0.038%) LXC
11 1 (0.038%) Samba
11 1 (0.038%) Virtual Servers
Systems Management
1 41 (1.55%) Puppet
2 21 (0.79%) Ansible
3 17 (0.64%) Backup Exec
4 16 (0.60%) ZABBIX
5 14 (0.53%) Kibana
5 14 (0.53%) NetBackup
6 12 (0.45%) Oozie
6 12 (0.45%) Opscode Chef
7 10 (0.38%) HP Data Protector
8 6 (0.23%) EMC NetWorker
9 5 (0.19%) Microsoft Clustering
9 5 (0.19%) SCOM
10 4 (0.15%) SCCM
11 3 (0.11%) HP SIM
11 3 (0.11%) OpenView
11 3 (0.11%) Salt
11 3 (0.11%) TADDM
12 2 (0.075%) AirWatch
12 2 (0.075%) Systems Management Server (SMS)
12 2 (0.075%) Tivoli Identity Manager
Vendors
1 504 (19.00%) Microsoft
2 357 (13.46%) Oracle
3 329 (12.40%) SAP
4 189 (7.12%) Tableau
5 105 (3.96%) IBM
6 102 (3.84%) Informatica
7 79 (2.98%) Salesforce.com
8 63 (2.37%) VMware
9 56 (2.11%) Teradata
10 50 (1.88%) Talend
11 48 (1.81%) Alteryx
12 41 (1.55%) EMC
13 36 (1.36%) Cognos
13 36 (1.36%) MicroStrategy
14 35 (1.32%) Cloudera
15 33 (1.24%) Google
16 31 (1.17%) Pega
17 28 (1.06%) Charles River
18 26 (0.98%) Red Hat
19 25 (0.94%) NetApp
Manchester, Lancashire
4it Recruitment Ltd
Salary: From £30,000 to £40,000 per annum plus excellent benefits package
Posted: Today
Cheshire
Source Technology
Salary: From £60,000 to £70,000 per annum + bonus package
Posted: 6 hours ago
Manchester, Lancashire
Robert Walters
Salary: £40000 - £50000 per annum
Posted: 5 hours ago
London
Maclean Moore Consulting
Salary: From £60,000 to £80,000 per annum Bonus, Pension, Healthcare, Life Cov
Posted: 6 hours ago
London
Maclean Moore Consulting
Salary: From £60,000 to £80,000 per annum Bonus, Pension, Healthcare, Life Cov
Posted: 6 hours ago
City, London
Eutopia Solutions Ltd
Salary: £50000 - £60000 per annum
Posted: 11 hours ago
Surbiton, Surrey
Quant Capital
Salary: Up to £40,000 per annum Bonus Medical Pension
Posted: 9 hours ago
Taunton, Somerset
Redrock Consulting Ltd
Salary: £45000 - £60000 per annum + 20% pension
Posted: 4 hours ago
Glasgow, Lanarkshire
Hydrogen Group
Posted: 12 hours ago
City, London
I3
Salary: £75000 - £85000 per annum + benefits + bonus
Posted: Yesterday
Derby, Derbyshire
Erin Associates
Salary: £44000 - £45000 per annum + Benefits
Posted: Yesterday
Pudsey, West Yorkshire
Lloyds Banking Group
Salary: £56300 - £84500 per annum + Package
Posted: 8 hours ago
South East London
Lloyds Banking Group
Salary: £56300 - £84500 per annum + Package
Posted: 8 hours ago
Manchester, Lancashire
Lloyds Banking Group
Salary: £53600 - £84500 per annum + Package
Posted: 8 hours ago
East London
Lorien Resourcing
Salary: £28000 - £42000 per annum
Posted: 12 hours ago
London
Hays Finance Technology
Salary: £80000.00 - £100000.00 per annum
Posted: 3 hours ago
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £84,000 per annum
Posted: 5 hours ago
London
Tiro Partners
Salary: £65000 - £75000 per annum
Posted: 11 hours ago
Huddersfield, West Yorkshire
Agile Recruitment
Salary: From £18,000 to £18,000 per annum
Posted: Yesterday
East Riding
Capita Resourcing - IT Resourcing
Salary: £45000 - £46000 per annum + Competitive Benefits
Posted: Yesterday
Manchester, Lancashire
onezeero.
Salary: £70000 per annum
Posted: 2 days ago
Birmingham, West Midlands (County)
ReThink Recruitment
Salary: £40000.00 - £45000.00 per annum
Posted: 2 days ago
City, London
HSBC
Posted: Yesterday
London
Premier Group Recruitment
Salary: £40000 - £50000 per annum
Posted: Yesterday
London
Premier Group Recruitment
Salary: £20000 - £25000 per annum
Posted: Yesterday
Peterborough, Cambridgeshire
The One Group
Salary: £50k - 55k per year + Benefits
Posted: 2 days ago
Midlands
Harvey Nash plc
Salary: £4000 - £45000 per annum + Benefits Package
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £60,000k plus brilliant package and unrivalled development
Posted: Yesterday
Midlands
Harvey Nash plc
Salary: £40000 - £45000 per annum + Benefits Package
Posted: 2 days ago
Peterborough, Cambridgeshire
The One Group
Salary: £38k - 40k per year
Posted: Yesterday